that's an interesting article that shows the difference between markov and monte-carlo approaches, but it seems to be incomplete. in particular, although it claims it will calculate an exact solution (just after the "Markov Chains" subtitle) it never does; the example uses repeated calculations and stops at some point to give an approximate answer. am i misunderstanding something?